ImputeMean#

class sdm.processing.numerical.ImputeMean(*, fill_value: float = 0.0)#

Replace missing feature values with fitted per-column means.

Infinite values are ignored when fitting the mean but preserved during transformation.

Parameters:: fill_value (float) – Finite value used for columns whose fitted mean is undefined (columns without finite values).

Capabilities#

Handled Semantic Types	`numerical`
Requires Fitting	✅